Topics
12 - Graphs and Graph Data
Brightspace LMS
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Course information
Overview
Syllabus
Instructors
Schedule
Textbooks
Software
Calendar
Assignments
Participation
Labs
Project
GitHub/Tidyverse Recipes
Topics
1 - Data Science Workflow and Toolkit
2 - Visualizing Data
3 - Data Tidying
4 - Advanced Visualizations and EDA
5 - Data Transformations
6 - Processing Strings and Text
7 - Working with Databases and SQL
8 - Advanced R Programming
9 - Web Scraping and APIs
10 - GIT and Collaboration
11 - Tidy Text and NLP
12 - Graphs and Graph Data
13 - Big Data and Cloud Computing
Acknowledgements
Topics
12 - Graphs and Graph Data
Module 12 - Graphs and Graph Data
Learning Objectives
Basic Graph Theory
Calculate and interpret basic graph statistics
Construct Graphs from Data
Visualize graphs
Social Network Analysis
Graph Databases
Readings
Math is Fun on Graphs
Chapter 4 and 8 from Text Mining with R
Vignette on Train Networks in France
tidygraph tutorial
Optional Readings
More Advanced tidygraph tutorial
Advanced R for Networks tutorial
igraph tutorial
11 - Tidy Text and NLP
13 - Big Data and Cloud Computing